{"id":"W7023557989","doi":"","title":"The online identity development of Indo-Caribbean women in Science, Technology, Engineering, and Mathematics (STEM)","year":2022,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Advanced Statistical Process Monitoring","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Intersectionality; Ethnic group; Citizen journalism; Field (mathematics); Habitus; Identity formation; Social capital","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002781332,0.0002788962,0.0008364713,0.003479476,0.0009153666,0.00005073767,0.003354199,0.0004225989,0.00006095733],"category_scores_gemma":[0.002358337,0.0002769588,0.00006967652,0.004989951,0.001094656,0.001258459,0.001281135,0.001760676,0.000003480526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150249,"about_ca_system_score_gemma":0.002168167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005619088,"about_ca_topic_score_gemma":0.03230076,"domain_scores_codex":[0.9964817,0.000006348943,0.0009188789,0.0006524627,0.001466266,0.0004743651],"domain_scores_gemma":[0.9972497,0.00003459015,0.001159347,0.0007952596,0.0006660785,0.00009504079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003559503,0.001092184,0.009070571,0.000871075,0.0004005382,0.0001683997,0.0453172,0.0008192898,0.01426229,0.09195446,0.00004744677,0.8356406],"study_design_scores_gemma":[0.001655572,0.0003248533,0.04636905,0.0006740727,0.00009946746,0.00001979882,0.1196403,0.0002901286,0.007735719,0.08206534,0.7402719,0.0008538559],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9973819,0.0002860265,0.000841773,0.00005612198,0.0005106441,0.0003371811,0.00005042975,0.00005184729,0.0004841259],"genre_scores_gemma":[0.3272151,0.00008460176,0.6702309,0.00000179787,0.000006327449,0.000008146794,0.00003105243,0.00002291726,0.002399134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8347867,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797371409602933,"score_gpt":0.3020681247639547,"score_spread":0.2740944106679254,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}